






import numpy as np






def 					lowerCamelCase__					(_UpperCAmelCase):
			return 1 / (1 + np.exp(-vector))






def 					lowerCamelCase__					(_UpperCAmelCase):
			return vector * sigmoid(_UpperCAmelCase)


if __name__ == "__main__":
				import doctest

				doctest.testmod()








from transformers import BertTokenizerFast

from .custom_tokenization import CustomTokenizer







class 							lowerCamelCase__						(				UpperCAmelCase   ):






			"""simple docstring"""






			_UpperCamelCase		:       Tuple 			=		CustomTokenizer
			pass


